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Udemy

AIoT Project: Naive Bayes based Smart Lighting

via Udemy

Overview

A project-based course to build an AIoT system from theory to prototype

What you'll learn:
  • Naive Bayes classifier examples by hand
  • Implement Naive Bayes classifier from scratch in Python and C
  • Implement Naive Bayes classifier on microcontrollers
  • Build an AIoT system based on Naive Bayes classifier and Arduino

Sample codes are provided for every project in this course.

You will receive a certificate of completion when finishing this course.

There is also Udemy 30 Day Money Back Guarantee, if you are not satisfied with this course.


This course teaches you how to build an AIoT system from theory to prototype particularly using Naive Bayes algorithm. This course is divided into three main parts. In the first part, you will learn about Naive Bayes classifier examples by hand. In the second part, you will learn about how to implement Naive Bayes classifier from scratch in Python and C. In the third part, you will learn about how to build an AIoT system based on Naive Bayes classifier and Arduino.

This is a project-based course. The main goal is to show you the complete flow how to build AIoT from theory to prototype. The point is to apply the concepts that you will learn in this course to your own projects. At the end of this course, you will be able to combine various kinds of knowledge that you may have studied at university, such as Artificial Intelligence, Programming, and Embedded System, in order to build the complete prototypes.

So, click the course button and see you inside the course.

Syllabus

  • Introduction
  • === Part 1: Theory
  • Naive Bayes Classifier by Hand (One Input Feature)
  • Naive Bayes Classifier by Hand (Multiple Input Features)
  • === Part 2: Modelling
  • AI Light Bulb Modelling by Hand
  • AI Light Bulb Modelling in Python
  • AI Light Bulb Modelling in C
  • === Part 3: Prototyping
  • AI Light Bulb Prototyping in Arduino ESP32: Serial I/O, Sensors, LED
  • AI Light Bulb Prototyping in Arduino ESP32: Wi-Fi, Telegram Bot
  • Summary

Taught by

Erwin Ouyang

Reviews

4.3 rating at Udemy based on 57 ratings

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